Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection.
Linlin LiBenjamin RothCaroline SporlederPublished in: ACL (2010)
Keyphrases
- word sense disambiguation
- topic models
- wordnet
- topic modeling
- latent dirichlet allocation
- natural language processing
- text documents
- co occurrence
- machine translation
- information extraction
- latent variables
- word sense
- text mining
- generative model
- part of speech
- semantic similarity
- probabilistic model
- databases
- text corpora
- machine learning methods
- feature set
- knowledge base
- knn
- learning algorithm